Postgraduate Theses: Recent submissions
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Rethinking Object Detection Framework through the Lens of Proposal Refinement
Published 2025With the transformative impact of the Transformer architecture, DETR pioneered the application of the encoder-decoder framework to object detection. Subsequent research, such as Deformable DETR, has aimed to enhance DETR ...Open AccessThesis -
The Impact of Post-Vaccination Fever and Antipyretic Use Upon Quadrivalent Influenza Vaccine Immunogenicity in Children
Published 2025Background Annual vaccination is the most effective method for preventing serious illness from influenza, however the impact of fever and antipyretic use in the post-vaccination period on immunogenicity in children ...Open AccessThesis -
Evaluation of Novel LHRH-receptor Directed Therapeutic Candidates in Preclinical 2D and 3D Models of Triple Negative Breast Cancer
Published 2025Triple-negative breast cancer (TNBC) has the worst prognosis among the breast cancer subtypes, partly due to its lack of traditional treatment targets estrogen receptors, progesterone receptors or amplification of the human ...USyd AccessThesis -
Reflectance confocal microscopy and Lentigo maligna management
Published 2025Lentigo Maligna (LM) is a form of melanoma in situ that can arise from atypical melanocytic intraepidermal proliferation (AIMP). LM may progress to Lentigo Maligna Melanoma (LMM), which is invasive and requires more ...Open AccessThesis -
Pathobiology of Parkinson's disease associated genes
Published 2025Parkinson’s disease (PD) is pathologically defined by dopaminergic (DA) neuron loss and Lewy pathologies (LP) including Lewy bodies (LB) and neurites (LN) enriched with a-synuclein (a-syn). Genetic forms of PD have provided ...Open AccessThesis